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Radxa Fogwise Airbox AI box review – Part 2: Llama3, Stable Diffusion, imgSearch, Python SDK, YOLOv8

After checking out Radxa Fogwise Airbox hardware in the first part of the review last month, I’ve now had time to test the SOPHGO SG2300x-powered AI box with an Ubuntu 20.04 Server image preloaded with CasaOS as well as Stable Diffusion and Llama3 containers. I’ll start the second part of the review by checking out the pre-installed Stable Diffusion text-to-image generator and Llama3 AI chatbot, then manually install imgSearch AI-powered image search engine in CasaOS web dashboard, test the Python SDK in the command line, and run some AI vision models, namely Resnet50 and YOLOv8. Radxa Fogwise Airbox OS installation Radxa only provided an Ubuntu Server 20.04 image last month with only the basics pre-installated. The company has now improved the documentation and also made two images available for the Radxa Fogwise Airbox: Base image (1.2GB) – Based on Ubuntu Server 20.04; contains only Sophon base SDK and backend. Full […]

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The Pico Display Base Board offers a simpler way to create Raspberry Pi Pico LCD projects

The Pico Display Base Board is a printed circuit board from Applying Microcontroller Solutions that provides a platform for building Raspberry Pi Pico-based display projects. It works with a Raspberry Pi Pico board and an LCD screen based on the Solomon Systech SSD1963 display controller. The Pico Display Base Board features a 40-pin header (Display Port) which connects to GPIO on the Pico to provide an 8-bit parallel interface for the display and SPI pins for the touchscreen and integrated SD card. It supports various display sizes from 4.3 inches up to 7 inches. Displays up to five inches can be powered directly by the Pico. A jumper block on the board can be used to pass power to the LCD and wire the display’s optional flash chip to the Pico. A USB-C port on the board can provide an alternative power source for larger displays. It also has male […]

Khadas Edge2 Arm mini PC
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AIC8800-based WiFi 6 AX300 USB adapter sells for less than $3

Adding networking capabilities to a computer or SBC has never been cheaper, as we’ve just written about a $12 M.2 RTL8126 5GbE module, and now I’ve come across a WiFi 6 USB adapter based on AIC8800 chipset that sells for under $3 on Aliexpress. I found out about it after we published an article about the Luckfox Pico Ultra W SBC that comes with a 2.4 GHz WiFi 6 and Bluetooth 5.2 module that happens to be based on an AIC8800DC module. Upon further investigation, I discovered some ultra-cheap WiFi 6 USB dongles were available, but with some caveats such as the lack of 5 GHz support and a speed limited to 300 Mbps. But it can still be interesting, so let’s find out. Specifications: Chipset – AICSemi AIC8800 WiFi – 2.4 GHz 802.11ax WiFi 6 up to 286.8 Mbps Tx power – 20dBm Features – MU-MIMO, OFDMA Operating modes […]

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Luckfox Pico Ultra micro development board features MIPI CSI, WiFi 6, Ethernet, PoE, GPIO headers, and more

The Luckfox Pico Ultra is a Rockchip RV1106-based Linux micro development board with a MIPI CSI port, an Ethernet port, and a 0.5 Tops NPU to run AI and image processing applications. Additionally, it features a speaker header, RGB LED header, GPIO, UART, SPI, I2C, USB, and much more. Waveshare also offers a “W” version of the Pico Ultra with built-in 2.4 GHz Wi-Fi 6 and Bluetooth 5.2. If you want to add PoE support, you can connect to the board with a separate PoE module. Luckfox Pico Ultra Specifications SoC – Rockchip RV1106G3 CPU – Arm Cortex A7 @ 1.2GHz with an integrated RISC-V co-processor. NPU– 0.5 TOPS, supports INT4/INT8/INT16, TensorFlow/MXNet/PyTorch/Caffe/Onnx NN ISP – 5MP high-performance, HDR, WDR, 3DNR, 2DNR, sharpening, defogging, fisheye and gamma correction, feature detection VPU – 3072×1728 (5M) @ 30fps H.265/H.264 encoding, 16M @ 60FPS JPEG snapshot System Memory – 256MB DDR3L Storage – 8GB eMMC flash Display Interface – […]

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Nuvoton NuMicro M2L31 Arm Cortex-M23 MCU embeds up to 512KB high-durability ReRAM, 168KB SRAM

Nuvoton NuMicro M2L31 is a family of Arm Cortex-M23 microcontrollers clocked up to 72 MHz, equipped with 64KB to 512KB high-durability ReRAM (Resistive Random-Access Memory) with fast write speeds, 40KB to 168KB SRAM. The microcontroller supports 1.71V to 3.6V operating voltage, can operate in the -40°C to 105°C temperature range, and offers a wide range of interfaces available through packages as small as WLCSP 25 (2.5 x 2.5 mm)  and up to LQFP128 (14 x 14 mm). Arm introduced the Cortex-M23 core in 2016 together with the Arm Cortex-M33 core, but while the latter is widely integrated in a large range of designs, we’ve seen fewer Cortex-M23 microcontrollers with some examples being Microchip SAML10/L11 (2018) and more recently, the Renesas RA0 family. Nuvoton adds another option with the Numicro M2L31 that also happens to integrates ReRAM non-volatile memory. Key Features: MCU core – Arm Cortex-M23 core running up to 72 […]

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DFI X6-MTH-ORN fanless Edge AI Box computer combines 14th Gen Intel Core Ultra SoC with NVIDIA Jetson Orin AI module

DFI X6-MTH-ORN is a fanless Edge AI Box Computer that combines an NVIDIA Jetson Orin NX/Nano AI module with a 14th Gen Intel Core Ultra “Meteor Lake-U” 15W processor for AI-driven applications leveraging GPU computing, machine learning, and image processing. It’s a fully modular computer with an Intel COM Express Type 6 or Type 10 module, an NVIDIA Jetson Orin module, and five M.2 sockets for expansion. The fanless embedded system takes up to 64GB DDR5 RAM, supports M.2 NVMe and 2.5-inch SATA storage, offers seven video outputs (3x HDMI, 3x DP+, VGA), and six Gigabit Ethernet ports. The X6-MTH-ORN is designed for industrial applications and environments with serial interfaces, wide 9V-36V DC input, and an extended -20°C to 60°C temperature range. DFI X6-MTH-ORN specifications: Meteor Lake-U SoC (one of the other) Intel Core Ultra 7 165U 12-core (2P+8E+2LPE) processor @ 1.7 / 4.9  GHz with 12MB cache, Intel 4Xe […]

Rockchip RK3568/RK3588 and Intel x86 SBCs
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Orange Pi KunPeng Pro SBC features a quad-core Huawei CPU with an 8 TOPS AI accelerator

Orange Pi KunPeng Pro is a single board computer powered by an unnamed KunPeng quad-core processor from Huawei that features an 8 TOPS NPU for AI workloads. It’s not the first time Orange Pi has launched an SBC based on a Huawei SoC, as the company introduced the Orange Pi AIPro last year with another unnamed Huawei Ascend SoC with a 20 TOPS NPU. The new Orange Pi KunPeng Pro board has basically the same layout as the AIPro model, but with lower specs overall, although it still comes with 8GB or 16GB LPDDR4x memory. Orange Pi KunPeng Pro specifications: SoC – Unnamed Huawei Kunpeng quad-core 64-bit SoC with unnamed GPU, 8 TOPS AI accelerator System Memory – 8GB or 16GB LPDDR4X Storage 32MB SPI flash connector for 32GB, 64GB, 128GB, or 256GB eMMC flash module MicroSD card slot M.2 2280 socket for SATA/NVMe drive Video Output 2x HDMI 2.0 […]

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Alif Semi Ensemble E1C is an entry-level Cortex-M55 MCU with a 46 GOPS Ethos-U55 AI/ML accelerator

Alif Semi Ensemble E1C is an entry-level addition to the company’s Ensemble Cortex-A32M35 processors and microcontrollers with Ethos-U55 microNPUs that targets the very edge with a 160 MHz Cortex-M55 microcontroller and a 46 GOPS Ethos-U55 NPU. The Ensemble E1C is virtually the same as the E1 microcontroller but with less memory (2MB SRAM) and storage (up to 1.9MB non-volatile MRAM), and offered in more compact packages with 64, 90, or 120 pins as small as 3.9 x 3.9mm. Alif Semi Ensemble E1C specifications: CPU – Arm Cortex-M55 core up to 160 MHz with Helium Vector Processing Extension, 16KB Instruction and Data caches, Armv8.1-M ISA with Arm TrustZone; 4.37 CoreMark/MHz GPU – Optional D/AVE 2D Graphics Processing Unit MicroNPU – 1x Arm Ethos-U55 Neural Processing Unit with 128 MAC; up to 46 GOPS On-chip application memory Up to 1.9 MB MRAM Non-Volatile Memory Up to 2MB Zero Wait-State SRAM with optional […]

Khadas VIM4 SBC